Profiling Report

Dataset statistics

Number of variables	20
Number of observations	140486
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	22.5 MiB
Average record size in memory	168.0 B

Variable types

Numeric	8
Text	4
Categorical	6
Boolean	2

Alerts

`Academic Pressure` is highly overall correlated with `Age` and 6 other fields	High correlation
`Age` is highly overall correlated with `Academic Pressure` and 4 other fields	High correlation
`CGPA` is highly overall correlated with `Academic Pressure` and 6 other fields	High correlation
`Depression` is highly overall correlated with `Academic Pressure` and 6 other fields	High correlation
`Job Satisfaction` is highly overall correlated with `Academic Pressure` and 4 other fields	High correlation
`Study Satisfaction` is highly overall correlated with `Academic Pressure` and 6 other fields	High correlation
`Work Pressure` is highly overall correlated with `Academic Pressure` and 4 other fields	High correlation
`Working Professional or Student` is highly overall correlated with `Academic Pressure` and 6 other fields	High correlation
`Sleep Duration` is highly imbalanced (61.2%)	Imbalance
`Dietary Habits` is highly imbalanced (64.9%)	Imbalance
`id` is uniformly distributed	Uniform
`id` has unique values	Unique
`Academic Pressure` has 112604 (80.2%) zeros	Zeros
`Work Pressure` has 27882 (19.8%) zeros	Zeros
`Study Satisfaction` has 112604 (80.2%) zeros	Zeros
`Job Satisfaction` has 27882 (19.8%) zeros	Zeros
`Work/Study Hours` has 12042 (8.6%) zeros	Zeros

Reproduction

Analysis started	2024-12-15 16:35:40.670543
Analysis finished	2024-12-15 16:35:49.709102
Duration	9.04 seconds
Software version	ydata-profiling vv4.11.0
Download configuration	config.json

id
Real number (ℝ)

Uniform Unique

Distinct	140486
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70342.754

Minimum	0
Maximum	140699
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	0
5-th percentile	7032.25
Q1	35164.25
median	70343.5
Q3	105519.75
95-th percentile	133659.75
Maximum	140699
Range	140699
Interquartile range (IQR)	70355.5

Descriptive statistics

Standard deviation	40617.763
Coefficient of variation (CV)	0.57742639
Kurtosis	-1.200123
Mean	70342.754
Median Absolute Deviation (MAD)	35178
Skewness	0.0001064067
Sum	9.8821721 × 10⁹
Variance	1.6498026 × 10⁹
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
93796	1	< 0.1%
93790	1	< 0.1%
93791	1	< 0.1%
93792	1	< 0.1%
93793	1	< 0.1%
93794	1	< 0.1%
93795	1	< 0.1%
93797	1	< 0.1%
93771	1	< 0.1%
Other values (140476)	140476	> 99.9%

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
140699	1	< 0.1%
140698	1	< 0.1%
140697	1	< 0.1%
140696	1	< 0.1%
140695	1	< 0.1%
140694	1	< 0.1%
140693	1	< 0.1%
140692	1	< 0.1%
140691	1	< 0.1%
140690	1	< 0.1%

Name
Text

Distinct	422
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

Length

Max length	14
Median length	11
Mean length	5.6446265
Min length	2

Characters and Unicode

Total characters	792991
Distinct characters	51
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	178 ?
Unique (%)	0.1%

Sample

1st row	Aaradhya
2nd row	Vivan
3rd row	Yuvraj
4th row	Yuvraj
5th row	Rhea

Value	Count	Frequency (%)
rohan	3177	2.3%
aarav	2333	1.7%
rupak	2176	1.5%
aaradhya	2041	1.5%
anvi	2032	1.4%
raghavendra	1875	1.3%
vani	1656	1.2%
tushar	1595	1.1%
ritvik	1589	1.1%
shiv	1566	1.1%
Other values (413)	120448	85.7%

Most occurring characters

Value	Count	Frequency (%)
a	162123	20.4%
i	82287	10.4%
h	73737	9.3%
n	53900	6.8%
r	48397	6.1%
s	35419	4.5%
A	33379	4.2%
v	31490	4.0%
R	23709	3.0%
y	22328	2.8%
Other values (41)	226222	28.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	792991	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	162123	20.4%
i	82287	10.4%
h	73737	9.3%
n	53900	6.8%
r	48397	6.1%
s	35419	4.5%
A	33379	4.2%
v	31490	4.0%
R	23709	3.0%
y	22328	2.8%
Other values (41)	226222	28.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	792991	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	162123	20.4%
i	82287	10.4%
h	73737	9.3%
n	53900	6.8%
r	48397	6.1%
s	35419	4.5%
A	33379	4.2%
v	31490	4.0%
R	23709	3.0%
y	22328	2.8%
Other values (41)	226222	28.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	792991	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	162123	20.4%
i	82287	10.4%
h	73737	9.3%
n	53900	6.8%
r	48397	6.1%
s	35419	4.5%
A	33379	4.2%
v	31490	4.0%
R	23709	3.0%
y	22328	2.8%
Other values (41)	226222	28.5%

Gender
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

Male	77350
Female	63136

Length

Max length	6
Median length	4
Mean length	4.8988227
Min length	4

Characters and Unicode

Total characters	688216
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Female
2nd row	Male
3rd row	Male
4th row	Male
5th row	Female

Common Values

Value	Count	Frequency (%)
Male	77350	55.1%
Female	63136	44.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
male	77350	55.1%
female	63136	44.9%

Most occurring characters

Value	Count	Frequency (%)
e	203622	29.6%
a	140486	20.4%
l	140486	20.4%
M	77350	11.2%
F	63136	9.2%
m	63136	9.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	688216	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	203622	29.6%
a	140486	20.4%
l	140486	20.4%
M	77350	11.2%
F	63136	9.2%
m	63136	9.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	688216	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	203622	29.6%
a	140486	20.4%
l	140486	20.4%
M	77350	11.2%
F	63136	9.2%
m	63136	9.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	688216	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	203622	29.6%
a	140486	20.4%
l	140486	20.4%
M	77350	11.2%
F	63136	9.2%
m	63136	9.2%

Age
Real number (ℝ)

High correlation

Distinct	43
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.401342

Minimum	18
Maximum	60
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	18
5-th percentile	20
Q1	30
median	42
Q3	51
95-th percentile	58
Maximum	60
Range	42
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	12.379656
Coefficient of variation (CV)	0.30641696
Kurtosis	-1.1481766
Mean	40.401342
Median Absolute Deviation (MAD)	10
Skewness	-0.21909687
Sum	5675823
Variance	153.25589
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
56	5241	3.7%
49	5094	3.6%
38	4557	3.2%
53	4523	3.2%
57	4392	3.1%
47	4194	3.0%
46	4078	2.9%
51	3926	2.8%
54	3924	2.8%
18	3898	2.8%
Other values (33)	96659	68.8%

Value	Count	Frequency (%)
18	3898	2.8%
19	2622	1.9%
20	3499	2.5%
21	2732	1.9%
22	2063	1.5%
23	2890	2.1%
24	3345	2.4%
25	2923	2.1%
26	2104	1.5%
27	2609	1.9%

Value	Count	Frequency (%)
60	2497	1.8%
59	3778	2.7%
58	2932	2.1%
57	4392	3.1%
56	5241	3.7%
55	2846	2.0%
54	3924	2.8%
53	4523	3.2%
52	2589	1.8%
51	3926	2.8%

City
Text

Distinct	98
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

Length

Max length	18
Median length	11
Mean length	7.0176317
Min length	2

Characters and Unicode

Total characters	985879
Distinct characters	49
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	52 ?
Unique (%)	< 0.1%

Sample

1st row	Ludhiana
2nd row	Varanasi
3rd row	Visakhapatnam
4th row	Mumbai
5th row	Kanpur

Value	Count	Frequency (%)
kalyan	6587	4.7%
patna	5918	4.2%
vasai-virar	5756	4.1%
kolkata	5683	4.0%
ahmedabad	5601	4.0%
meerut	5520	3.9%
ludhiana	5216	3.7%
pune	5200	3.7%
rajkot	5193	3.7%
visakhapatnam	5173	3.7%
Other values (89)	84643	60.2%

Most occurring characters

Value	Count	Frequency (%)
a	218818	22.2%
r	75317	7.6%
n	67805	6.9%
i	58547	5.9%
d	49524	5.0%
e	47235	4.8%
u	42732	4.3%
h	38177	3.9%
o	32171	3.3%
t	32132	3.3%
Other values (39)	323421	32.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	985879	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	218818	22.2%
r	75317	7.6%
n	67805	6.9%
i	58547	5.9%
d	49524	5.0%
e	47235	4.8%
u	42732	4.3%
h	38177	3.9%
o	32171	3.3%
t	32132	3.3%
Other values (39)	323421	32.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	985879	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	218818	22.2%
r	75317	7.6%
n	67805	6.9%
i	58547	5.9%
d	49524	5.0%
e	47235	4.8%
u	42732	4.3%
h	38177	3.9%
o	32171	3.3%
t	32132	3.3%
Other values (39)	323421	32.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	985879	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	218818	22.2%
r	75317	7.6%
n	67805	6.9%
i	58547	5.9%
d	49524	5.0%
e	47235	4.8%
u	42732	4.3%
h	38177	3.9%
o	32171	3.3%
t	32132	3.3%
Other values (39)	323421	32.8%

Working Professional or Student
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

Working Professional	112604
Student	27882

Length

Max length	20
Median length	20
Mean length	17.419914
Min length	7

Characters and Unicode

Total characters	2447254
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Working Professional
2nd row	Working Professional
3rd row	Student
4th row	Working Professional
5th row	Working Professional

Common Values

Value	Count	Frequency (%)
Working Professional	112604	80.2%
Student	27882	19.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
working	112604	44.5%
professional	112604	44.5%
student	27882	11.0%

Most occurring characters

Value	Count	Frequency (%)
o	337812	13.8%
n	253090	10.3%
r	225208	9.2%
i	225208	9.2%
s	225208	9.2%
e	140486	5.7%
W	112604	4.6%
l	112604	4.6%
a	112604	4.6%
f	112604	4.6%
Other values (8)	589826	24.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2447254	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	337812	13.8%
n	253090	10.3%
r	225208	9.2%
i	225208	9.2%
s	225208	9.2%
e	140486	5.7%
W	112604	4.6%
l	112604	4.6%
a	112604	4.6%
f	112604	4.6%
Other values (8)	589826	24.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2447254	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	337812	13.8%
n	253090	10.3%
r	225208	9.2%
i	225208	9.2%
s	225208	9.2%
e	140486	5.7%
W	112604	4.6%
l	112604	4.6%
a	112604	4.6%
f	112604	4.6%
Other values (8)	589826	24.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2447254	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	337812	13.8%
n	253090	10.3%
r	225208	9.2%
i	225208	9.2%
s	225208	9.2%
e	140486	5.7%
W	112604	4.6%
l	112604	4.6%
a	112604	4.6%
f	112604	4.6%
Other values (8)	589826	24.1%

Profession
Text

Distinct	65
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

Length

Max length	22
Median length	20
Mean length	9.6089575
Min length	2

Characters and Unicode

Total characters	1349924
Distinct characters	50
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20 ?
Unique (%)	< 0.1%

Sample

1st row	Chef
2nd row	Teacher
3rd row	Student
4th row	Teacher
5th row	Business Analyst

Value	Count	Frequency (%)
student	27886	15.5%
teacher	24900	13.8%
consultant	8940	5.0%
other	8572	4.7%
content	7811	4.3%
writer	7811	4.3%
manager	7735	4.3%
analyst	6755	3.7%
architect	4362	2.4%
engineer	4154	2.3%
Other values (64)	71552	39.6%

Most occurring characters

Value	Count	Frequency (%)
e	181143	13.4%
t	163272	12.1%
n	116874	8.7%
r	108653	8.0%
a	103366	7.7%
c	63038	4.7%
i	59219	4.4%
u	56455	4.2%
h	52915	3.9%
s	44257	3.3%
Other values (40)	400732	29.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1349924	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	181143	13.4%
t	163272	12.1%
n	116874	8.7%
r	108653	8.0%
a	103366	7.7%
c	63038	4.7%
i	59219	4.4%
u	56455	4.2%
h	52915	3.9%
s	44257	3.3%
Other values (40)	400732	29.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1349924	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	181143	13.4%
t	163272	12.1%
n	116874	8.7%
r	108653	8.0%
a	103366	7.7%
c	63038	4.7%
i	59219	4.4%
u	56455	4.2%
h	52915	3.9%
s	44257	3.3%
Other values (40)	400732	29.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1349924	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	181143	13.4%
t	163272	12.1%
n	116874	8.7%
r	108653	8.0%
a	103366	7.7%
c	63038	4.7%
i	59219	4.4%
u	56455	4.2%
h	52915	3.9%
s	44257	3.3%
Other values (40)	400732	29.7%

Academic Pressure
Real number (ℝ)

High correlation Zeros

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6236351

Minimum	0
Maximum	5
Zeros	112604
Zeros (%)	80.2%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.3960374
Coefficient of variation (CV)	2.2385485
Kurtosis	3.0875179
Mean	0.6236351
Median Absolute Deviation (MAD)	0
Skewness	2.1186444
Sum	87612
Variance	1.9489204
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	112604	80.2%
3	7460	5.3%
5	6293	4.5%
4	5154	3.7%
1	4799	3.4%
2	4176	3.0%

Value	Count	Frequency (%)
0	112604	80.2%
1	4799	3.4%
2	4176	3.0%
3	7460	5.3%
4	5154	3.7%
5	6293	4.5%

Value	Count	Frequency (%)
5	6293	4.5%
4	5154	3.7%
3	7460	5.3%
2	4176	3.0%
1	4799	3.4%
0	112604	80.2%

Work Pressure
Real number (ℝ)

High correlation Zeros

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.4034993

Minimum	0
Maximum	5
Zeros	27882
Zeros (%)	19.8%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.7361274
Coefficient of variation (CV)	0.72233324
Kurtosis	-1.2911811
Mean	2.4034993
Median Absolute Deviation (MAD)	2
Skewness	0.054049958
Sum	337658
Variance	3.0141384
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	27882	19.8%
2	24342	17.3%
4	22476	16.0%
5	22387	15.9%
3	21868	15.6%
1	21531	15.3%

Value	Count	Frequency (%)
0	27882	19.8%
1	21531	15.3%
2	24342	17.3%
3	21868	15.6%
4	22476	16.0%
5	22387	15.9%

Value	Count	Frequency (%)
5	22387	15.9%
4	22476	16.0%
3	21868	15.6%
2	24342	17.3%
1	21531	15.3%
0	27882	19.8%

CGPA
Real number (ℝ)

High correlation

Distinct	332
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.71850877

Minimum	-1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	112604
Negative (%)	80.2%
Memory size	2.1 MiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	-1
median	-1
Q3	-1
95-th percentile	8.91
Maximum	10
Range	11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.5146505
Coefficient of variation (CV)	4.8915903
Kurtosis	0.87210322
Mean	0.71850877
Median Absolute Deviation (MAD)	0
Skewness	1.6376282
Sum	100940.42
Variance	12.352768
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1	112604	80.2%
8.04	821	0.6%
9.96	425	0.3%
5.74	409	0.3%
8.95	371	0.3%
9.21	343	0.2%
7.25	339	0.2%
7.09	320	0.2%
7.88	318	0.2%
9.44	317	0.2%
Other values (322)	24219	17.2%

Value	Count	Frequency (%)
-1	112604	80.2%
5.03	17	< 0.1%
5.06	15	< 0.1%
5.08	95	0.1%
5.09	20	< 0.1%
5.1	66	< 0.1%
5.11	112	0.1%
5.12	167	0.1%
5.14	19	< 0.1%
5.16	209	0.1%

Value	Count	Frequency (%)
10	58	< 0.1%
9.98	59	< 0.1%
9.97	139	0.1%
9.96	425	0.3%
9.95	133	0.1%
9.94	71	0.1%
9.93	274	0.2%
9.92	60	< 0.1%
9.91	123	0.1%
9.9	28	< 0.1%

Study Satisfaction
Real number (ℝ)

High correlation Zeros

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.58447817

Minimum	0
Maximum	5
Zeros	112604
Zeros (%)	80.2%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.3216756
Coefficient of variation (CV)	2.2612917
Kurtosis	3.4859105
Mean	0.58447817
Median Absolute Deviation (MAD)	0
Skewness	2.1900604
Sum	82111
Variance	1.7468264
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	112604	80.2%
4	6358	4.5%
2	5837	4.2%
3	5819	4.1%
1	5448	3.9%
5	4420	3.1%

Value	Count	Frequency (%)
0	112604	80.2%
1	5448	3.9%
2	5837	4.2%
3	5819	4.1%
4	6358	4.5%
5	4420	3.1%

Value	Count	Frequency (%)
5	4420	3.1%
4	6358	4.5%
3	5819	4.1%
2	5837	4.2%
1	5448	3.9%
0	112604	80.2%

Job Satisfaction
Real number (ℝ)

High correlation Zeros

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3842589

Minimum	0
Maximum	5
Zeros	27882
Zeros (%)	19.8%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.7363003
Coefficient of variation (CV)	0.72823477
Kurtosis	-1.2807964
Mean	2.3842589
Median Absolute Deviation (MAD)	2
Skewness	0.084897153
Sum	334955
Variance	3.0147386
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	27882	19.8%
2	24733	17.6%
5	22775	16.2%
1	22282	15.9%
3	21924	15.6%
4	20890	14.9%

Value	Count	Frequency (%)
0	27882	19.8%
1	22282	15.9%
2	24733	17.6%
3	21924	15.6%
4	20890	14.9%
5	22775	16.2%

Value	Count	Frequency (%)
5	22775	16.2%
4	20890	14.9%
3	21924	15.6%
2	24733	17.6%
1	22282	15.9%
0	27882	19.8%

Sleep Duration
Categorical

Imbalance

Distinct	36
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

Less than 5 hours	38723
7-8 hours	36917
More than 8 hours	32679
5-6 hours	32088
3-4 hours	12
Other values (31)	67

Length

Max length	17
Median length	17
Mean length	13.065822
Min length	2

Characters and Unicode

Total characters	1835565
Distinct characters	38
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18 ?
Unique (%)	< 0.1%

Sample

1st row	More than 8 hours
2nd row	Less than 5 hours
3rd row	5-6 hours
4th row	Less than 5 hours
5th row	5-6 hours

Common Values

Value	Count	Frequency (%)
Less than 5 hours	38723	27.6%
7-8 hours	36917	26.3%
More than 8 hours	32679	23.3%
5-6 hours	32088	22.8%
3-4 hours	12	< 0.1%
6-7 hours	8	< 0.1%
4-5 hours	7	< 0.1%
2-3 hours	5	< 0.1%
4-6 hours	5	< 0.1%
6-8 hours	4	< 0.1%
Other values (26)	38	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
hours	140471	33.1%
than	71403	16.8%
5	38724	9.1%
less	38723	9.1%
7-8	36917	8.7%
8	32680	7.7%
more	32679	7.7%
5-6	32088	7.6%
3-4	12	< 0.1%
6-7	8	< 0.1%
Other values (27)	57	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	283276	15.4%
s	217918	11.9%
h	211878	11.5%
o	173160	9.4%
r	173156	9.4%
u	140476	7.7%
e	71412	3.9%
t	71409	3.9%
n	71409	3.9%
a	71408	3.9%
Other values (28)	350063	19.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1835565	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	283276	15.4%
s	217918	11.9%
h	211878	11.5%
o	173160	9.4%
r	173156	9.4%
u	140476	7.7%
e	71412	3.9%
t	71409	3.9%
n	71409	3.9%
a	71408	3.9%
Other values (28)	350063	19.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1835565	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	283276	15.4%
s	217918	11.9%
h	211878	11.5%
o	173160	9.4%
r	173156	9.4%
u	140476	7.7%
e	71412	3.9%
t	71409	3.9%
n	71409	3.9%
a	71408	3.9%
Other values (28)	350063	19.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1835565	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	283276	15.4%
s	217918	11.9%
h	211878	11.5%
o	173160	9.4%
r	173156	9.4%
u	140476	7.7%
e	71412	3.9%
t	71409	3.9%
n	71409	3.9%
a	71408	3.9%
Other values (28)	350063	19.1%

Dietary Habits
Categorical

Imbalance

Distinct	23
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

Moderate	49628
Unhealthy	46147
Healthy	44688
Yes	2
No	2
Other values (18)	19

Length

Max length	17
Median length	12
Mean length	8.010122
Min length	1

Characters and Unicode

Total characters	1125310
Distinct characters	36
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17 ?
Unique (%)	< 0.1%

Sample

1st row	Healthy
2nd row	Unhealthy
3rd row	Healthy
4th row	Moderate
5th row	Unhealthy

Common Values

Value	Count	Frequency (%)
Moderate	49628	35.3%
Unhealthy	46147	32.8%
Healthy	44688	31.8%
Yes	2	< 0.1%
No	2	< 0.1%
More Healthy	2	< 0.1%
Electrician	1	< 0.1%
Pratham	1	< 0.1%
BSc	1	< 0.1%
Gender	1	< 0.1%
Other values (13)	13	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
moderate	49628	35.3%
unhealthy	46147	32.8%
healthy	44693	31.8%
no	3	< 0.1%
more	2	< 0.1%
less	2	< 0.1%
yes	2	< 0.1%
electrician	1	< 0.1%
m.tech	1	< 0.1%
12	1	< 0.1%
Other values (13)	13	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	190108	16.9%
a	140476	12.5%
t	140471	12.5%
h	136991	12.2%
l	90844	8.1%
y	90840	8.1%
o	49637	4.4%
r	49636	4.4%
M	49633	4.4%
d	49630	4.4%
Other values (26)	137044	12.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1125310	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	190108	16.9%
a	140476	12.5%
t	140471	12.5%
h	136991	12.2%
l	90844	8.1%
y	90840	8.1%
o	49637	4.4%
r	49636	4.4%
M	49633	4.4%
d	49630	4.4%
Other values (26)	137044	12.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1125310	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	190108	16.9%
a	140476	12.5%
t	140471	12.5%
h	136991	12.2%
l	90844	8.1%
y	90840	8.1%
o	49637	4.4%
r	49636	4.4%
M	49633	4.4%
d	49630	4.4%
Other values (26)	137044	12.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1125310	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	190108	16.9%
a	140476	12.5%
t	140471	12.5%
h	136991	12.2%
l	90844	8.1%
y	90840	8.1%
o	49637	4.4%
r	49636	4.4%
M	49633	4.4%
d	49630	4.4%
Other values (26)	137044	12.2%

Degree
Text

Distinct	112
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

Length

Max length	20
Median length	16
Mean length	4.3828068
Min length	1

Characters and Unicode

Total characters	615723
Distinct characters	56
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	69 ?
Unique (%)	< 0.1%

Sample

1st row	BHM
2nd row	LLB
3rd row	B.Pharm
4th row	BBA
5th row	BBA

Value	Count	Frequency (%)
class	14702	9.5%
12	14701	9.5%
b.ed	11680	7.5%
b.arch	8729	5.6%
b.com	8107	5.2%
b.pharm	5851	3.8%
bca	5728	3.7%
m.ed	5662	3.6%
mca	5225	3.4%
bba	5026	3.2%
Other values (105)	69791	45.0%

Most occurring characters

Value	Count	Frequency (%)
B	85058	13.8%
M	60141	9.8%
.	56567	9.2%
C	36857	6.0%
A	35168	5.7%
h	31136	5.1%
s	29422	4.8%
c	27532	4.5%
a	25129	4.1%
E	24075	3.9%
Other values (46)	204638	33.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	615723	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
B	85058	13.8%
M	60141	9.8%
.	56567	9.2%
C	36857	6.0%
A	35168	5.7%
h	31136	5.1%
s	29422	4.8%
c	27532	4.5%
a	25129	4.1%
E	24075	3.9%
Other values (46)	204638	33.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	615723	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
B	85058	13.8%
M	60141	9.8%
.	56567	9.2%
C	36857	6.0%
A	35168	5.7%
h	31136	5.1%
s	29422	4.8%
c	27532	4.5%
a	25129	4.1%
E	24075	3.9%
Other values (46)	204638	33.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	615723	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
B	85058	13.8%
M	60141	9.8%
.	56567	9.2%
C	36857	6.0%
A	35168	5.7%
h	31136	5.1%
s	29422	4.8%
c	27532	4.5%
a	25129	4.1%
E	24075	3.9%
Other values (46)	204638	33.2%

Have you ever had suicidal thoughts ?
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.2 MiB

False	71057
True	69429

Value	Count	Frequency (%)
False	71057	50.6%
True	69429	49.4%

Work/Study Hours
Real number (ℝ)

Zeros

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.2520038

Minimum	0
Maximum	12
Zeros	12042
Zeros (%)	8.6%
Negative	0
Negative (%)	0.0%
Memory size	2.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	6
Q3	10
95-th percentile	12
Maximum	12
Range	12
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	3.8532697
Coefficient of variation (CV)	0.61632555
Kurtosis	-1.2833661
Mean	6.2520038
Median Absolute Deviation (MAD)	4
Skewness	-0.12786456
Sum	878319
Variance	14.847687
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
10	14172	10.1%
11	12807	9.1%
9	12691	9.0%
0	12042	8.6%
12	11386	8.1%
2	10586	7.5%
6	10420	7.4%
7	9856	7.0%
1	9789	7.0%
3	9463	6.7%
Other values (3)	27274	19.4%

Value	Count	Frequency (%)
0	12042	8.6%
1	9789	7.0%
2	10586	7.5%
3	9463	6.7%
4	9052	6.4%
5	9325	6.6%
6	10420	7.4%
7	9856	7.0%
8	8897	6.3%
9	12691	9.0%

Value	Count	Frequency (%)
12	11386	8.1%
11	12807	9.1%
10	14172	10.1%
9	12691	9.0%
8	8897	6.3%
7	9856	7.0%
6	10420	7.4%
5	9325	6.6%
4	9052	6.4%
3	9463	6.7%

Financial Stress
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

2.0	31423
5.0	28221
4.0	27724
1.0	27171
3.0	25947

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	421458
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	3.0
3rd row	1.0
4th row	1.0
5th row	4.0

Common Values

Value	Count	Frequency (%)
2.0	31423	22.4%
5.0	28221	20.1%
4.0	27724	19.7%
1.0	27171	19.3%
3.0	25947	18.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.0	31423	22.4%
5.0	28221	20.1%
4.0	27724	19.7%
1.0	27171	19.3%
3.0	25947	18.5%

Most occurring characters

Value	Count	Frequency (%)
.	140486	33.3%
0	140486	33.3%
2	31423	7.5%
5	28221	6.7%
4	27724	6.6%
1	27171	6.4%
3	25947	6.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	421458	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
.	140486	33.3%
0	140486	33.3%
2	31423	7.5%
5	28221	6.7%
4	27724	6.6%
1	27171	6.4%
3	25947	6.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	421458	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
.	140486	33.3%
0	140486	33.3%
2	31423	7.5%
5	28221	6.7%
4	27724	6.6%
1	27171	6.4%
3	25947	6.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	421458	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
.	140486	33.3%
0	140486	33.3%
2	31423	7.5%
5	28221	6.7%
4	27724	6.6%
1	27171	6.4%
3	25947	6.2%

Family History of Mental Illness
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.2 MiB

False	70642
True	69844

Value	Count	Frequency (%)
False	70642	50.3%
True	69844	49.7%

Depression
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

0	115007
1	25479

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	140486
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	115007	81.9%
1	25479	18.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	115007	81.9%
1	25479	18.1%

Most occurring characters

Value	Count	Frequency (%)
0	115007	81.9%
1	25479	18.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	140486	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	115007	81.9%
1	25479	18.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	140486	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	115007	81.9%
1	25479	18.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	140486	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	115007	81.9%
1	25479	18.1%

	Academic Pressure	Age	CGPA	Depression	Dietary Habits	Family History of Mental Illness	Financial Stress	Gender	Have you ever had suicidal thoughts ?	Job Satisfaction	Sleep Duration	Study Satisfaction	Work Pressure	Work/Study Hours	Working Professional or Student	id
Academic Pressure	1.000	-0.563	0.984	0.589	0.034	0.018	0.049	0.011	0.180	-0.696	0.020	0.983	-0.695	0.121	1.000	0.001
Age	-0.563	1.000	-0.561	0.624	0.030	0.014	0.057	0.052	0.183	0.413	0.025	-0.561	0.343	-0.114	0.700	0.002
CGPA	0.984	-0.561	1.000	0.523	0.028	0.012	0.033	0.022	0.138	-0.695	0.019	0.983	-0.695	0.116	1.000	0.001
Depression	0.589	0.624	0.523	1.000	0.152	0.016	0.234	0.008	0.349	0.535	0.092	0.531	0.542	0.207	0.522	0.003
Dietary Habits	0.034	0.030	0.028	0.152	1.000	0.000	0.027	0.038	0.066	0.027	0.000	0.028	0.028	0.012	0.054	0.000
Family History of Mental Illness	0.018	0.014	0.012	0.016	0.000	1.000	0.013	0.015	0.009	0.017	0.003	0.013	0.015	0.015	0.013	0.003
Financial Stress	0.049	0.057	0.033	0.234	0.027	0.013	1.000	0.011	0.092	0.041	0.020	0.036	0.035	0.024	0.064	0.000
Gender	0.011	0.052	0.022	0.008	0.038	0.015	0.011	1.000	0.010	0.015	0.003	0.013	0.005	0.015	0.006	0.006
Have you ever had suicidal thoughts ?	0.180	0.183	0.138	0.349	0.066	0.009	0.092	0.010	1.000	0.147	0.036	0.143	0.146	0.068	0.138	0.000
Job Satisfaction	-0.696	0.413	-0.695	0.535	0.027	0.017	0.041	0.015	0.147	1.000	0.014	-0.695	0.472	-0.101	1.000	0.001
Sleep Duration	0.020	0.025	0.019	0.092	0.000	0.003	0.020	0.003	0.036	0.014	1.000	0.016	0.016	0.013	0.029	0.000
Study Satisfaction	0.983	-0.561	0.983	0.531	0.028	0.013	0.036	0.013	0.143	-0.695	0.016	1.000	-0.695	0.114	1.000	0.002
Work Pressure	-0.695	0.343	-0.695	0.542	0.028	0.015	0.035	0.005	0.146	0.472	0.016	-0.695	1.000	-0.083	1.000	0.001
Work/Study Hours	0.121	-0.114	0.116	0.207	0.012	0.015	0.024	0.015	0.068	-0.101	0.013	0.114	-0.083	1.000	0.141	0.002
Working Professional or Student	1.000	0.700	1.000	0.522	0.054	0.013	0.064	0.006	0.138	1.000	0.029	1.000	1.000	0.141	1.000	0.000
id	0.001	0.002	0.001	0.003	0.000	0.003	0.000	0.006	0.000	0.001	0.000	0.002	0.001	0.002	0.000	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	id	Name	Gender	Age	City	Working Professional or Student	Profession	Academic Pressure	Work Pressure	CGPA	Study Satisfaction	Job Satisfaction	Sleep Duration	Dietary Habits	Degree	Have you ever had suicidal thoughts ?	Work/Study Hours	Financial Stress	Family History of Mental Illness	Depression
0	0	Aaradhya	Female	49.0	Ludhiana	Working Professional	Chef	0.0	5.0	-1.00	0.0	2.0	More than 8 hours	Healthy	BHM	No	1.0	2.0	No	0
1	1	Vivan	Male	26.0	Varanasi	Working Professional	Teacher	0.0	4.0	-1.00	0.0	3.0	Less than 5 hours	Unhealthy	LLB	Yes	7.0	3.0	No	1
2	2	Yuvraj	Male	33.0	Visakhapatnam	Student	Student	5.0	0.0	8.97	2.0	0.0	5-6 hours	Healthy	B.Pharm	Yes	3.0	1.0	No	1
3	3	Yuvraj	Male	22.0	Mumbai	Working Professional	Teacher	0.0	5.0	-1.00	0.0	1.0	Less than 5 hours	Moderate	BBA	Yes	10.0	1.0	Yes	1
4	4	Rhea	Female	30.0	Kanpur	Working Professional	Business Analyst	0.0	1.0	-1.00	0.0	1.0	5-6 hours	Unhealthy	BBA	Yes	9.0	4.0	Yes	0
5	5	Vani	Female	59.0	Ahmedabad	Working Professional	Finanancial Analyst	0.0	2.0	-1.00	0.0	5.0	5-6 hours	Healthy	MCA	No	7.0	5.0	No	0
6	6	Ritvik	Male	47.0	Thane	Working Professional	Chemist	0.0	5.0	-1.00	0.0	2.0	7-8 hours	Moderate	MD	No	6.0	2.0	No	0
7	7	Rajveer	Male	38.0	Nashik	Working Professional	Teacher	0.0	3.0	-1.00	0.0	4.0	7-8 hours	Unhealthy	B.Pharm	No	10.0	3.0	Yes	0
8	8	Aishwarya	Female	24.0	Bangalore	Student	Student	2.0	0.0	5.90	5.0	0.0	5-6 hours	Moderate	BSc	No	3.0	2.0	Yes	0
9	9	Simran	Female	42.0	Patna	Working Professional	Electrician	0.0	4.0	-1.00	0.0	1.0	5-6 hours	Healthy	ME	Yes	7.0	2.0	Yes	0

	id	Name	Gender	Age	City	Working Professional or Student	Profession	Academic Pressure	Work Pressure	CGPA	Study Satisfaction	Job Satisfaction	Sleep Duration	Dietary Habits	Degree	Have you ever had suicidal thoughts ?	Work/Study Hours	Financial Stress	Family History of Mental Illness	Depression
140690	140690	Rashi	Female	18.0	Ludhiana	Student	Student	5.0	0.0	6.88	2.0	0.0	Less than 5 hours	Healthy	Class 12	Yes	10.0	5.0	No	1
140691	140691	Zara	Female	57.0	Meerut	Working Professional	Teacher	0.0	1.0	-1.00	0.0	1.0	Less than 5 hours	Moderate	B.Arch	Yes	4.0	5.0	Yes	0
140692	140692	Raunak	Male	49.0	Bhopal	Working Professional	Financial Analyst	0.0	4.0	-1.00	0.0	1.0	7-8 hours	Moderate	MBA	No	9.0	1.0	No	0
140693	140693	Shaurya	Male	55.0	Srinagar	Working Professional	Data Scientist	0.0	1.0	-1.00	0.0	3.0	Less than 5 hours	Unhealthy	M.Tech	No	9.0	2.0	No	0
140694	140694	Ishaani	Female	45.0	Ahmedabad	Working Professional	Teacher	0.0	2.0	-1.00	0.0	5.0	Less than 5 hours	Moderate	B.Ed	Yes	1.0	5.0	No	0
140695	140695	Vidya	Female	18.0	Ahmedabad	Working Professional	Other	0.0	5.0	-1.00	0.0	4.0	5-6 hours	Unhealthy	Class 12	No	2.0	4.0	Yes	1
140696	140696	Lata	Female	41.0	Hyderabad	Working Professional	Content Writer	0.0	5.0	-1.00	0.0	4.0	7-8 hours	Moderate	B.Tech	Yes	6.0	5.0	Yes	0
140697	140697	Aanchal	Female	24.0	Kolkata	Working Professional	Marketing Manager	0.0	3.0	-1.00	0.0	1.0	More than 8 hours	Moderate	B.Com	No	4.0	4.0	No	0
140698	140698	Prachi	Female	49.0	Srinagar	Working Professional	Plumber	0.0	5.0	-1.00	0.0	2.0	5-6 hours	Moderate	ME	Yes	10.0	1.0	No	0
140699	140699	Sai	Male	27.0	Patna	Student	Student	4.0	0.0	9.24	1.0	0.0	Less than 5 hours	Healthy	BCA	Yes	2.0	3.0	Yes	1

Overview

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